Ethic
Payroll reporting
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
- Payroll burn rate reporting cut from hours to 0
HR spent days manually exporting data for multi-currency calculations. Now, they query AI for instant answers without running reports.
A private equity-backed B2B media and marketing services company with over 400 employees must submit detailed, highly accurate workforce data to its ownership every year.
The annual ESG report required answering more than 20 specific questions about headcount, turnover, and multi-currency compensation. Each question...
“I would only use a system that long if it was doing what I needed it to do.”
Marketing, media, and event services for the technology channel ecosystem.
HR, payroll, and IT management platform for global workforce operations.
The Channel Company's ESG reporting is part of this use case:
Related implementations across industries and use cases
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Siloed models couldn't reason across domains; a supervisor now routes read, retrieval, and action agents across HR, IT, and finance.
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Seasonal spikes buried staff in routine queries. AI agents now resolve access issues, freeing humans for complex cases.
Fragmented pipelines slowed cross-site suggestions. A unified AI vector database cut latency 90%, processing 1,500 queries per second.
Manual scheduling and phone tag bottlenecked hourly hiring. Now, an AI text assistant instantly screens and books candidates 24/7.
Quarterly compliance updates meant costly reshoots. Now scripts regenerate instantly — no cameras, no vendors, no delays.
HR spent days manually exporting data for multi-currency calculations. Now, they query AI for instant answers without running reports.
A private equity-backed B2B media and marketing services company with over 400 employees must submit detailed, highly accurate workforce data to its ownership every year.
The annual ESG report required answering more than 20 specific questions about headcount, turnover, and multi-currency compensation. Each question...
“I would only use a system that long if it was doing what I needed it to do.”
Marketing, media, and event services for the technology channel ecosystem.
HR, payroll, and IT management platform for global workforce operations.
The Channel Company's ESG reporting is part of this use case:
Related implementations across industries and use cases
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Siloed models couldn't reason across domains; a supervisor now routes read, retrieval, and action agents across HR, IT, and finance.
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Complex headcount reporting meant tedious manual data slicing. Now, HR uses AI prompts to instantly generate CFO-ready talent insights.
Seasonal spikes buried staff in routine queries. AI agents now resolve access issues, freeing humans for complex cases.
Fragmented pipelines slowed cross-site suggestions. A unified AI vector database cut latency 90%, processing 1,500 queries per second.
Manual scheduling and phone tag bottlenecked hourly hiring. Now, an AI text assistant instantly screens and books candidates 24/7.
Quarterly compliance updates meant costly reshoots. Now scripts regenerate instantly — no cameras, no vendors, no delays.